{
 "cells": [
  {
   "cell_type": "code",
   "id": "initial_id",
   "metadata": {
    "collapsed": true,
    "ExecuteTime": {
     "end_time": "2025-02-02T03:01:34.679759Z",
     "start_time": "2025-02-02T03:01:33.709654Z"
    }
   },
   "source": [
    "import networkx as nx\n",
    "\n",
    "from utils import is_cmd_mode, gen_line_code, get_code_by_line, visualize_graph, gen_graph_by_codeunits, calculate_md5"
   ],
   "outputs": [],
   "execution_count": 1
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-01T06:56:23.574393Z",
     "start_time": "2025-02-01T06:56:23.547482Z"
    }
   },
   "cell_type": "code",
   "source": "g=nx.read_graphml(\"./output/428ce4bbfd7de3a7841096dfb3aa4b6e.graphml\")",
   "id": "f5bd855325d7dda0",
   "outputs": [],
   "execution_count": 7
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-01T06:56:24.437563Z",
     "start_time": "2025-02-01T06:56:24.409412Z"
    }
   },
   "cell_type": "code",
   "source": [
    "from pyvis.network import Network\n",
    "import networkx as nx\n",
    "\n",
    "# 使用 PyVis 创建网络图\n",
    "net = Network(notebook=True)\n",
    "\n",
    "# 将 NetworkX 图转换为 PyVis 图\n",
    "net.from_nx(g)\n",
    "\n",
    "# 显示图\n",
    "net.show(\"example.html\")"
   ],
   "id": "767c0fe8a38aa5f",
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Warning: When  cdn_resources is 'local' jupyter notebook has issues displaying graphics on chrome/safari. Use cdn_resources='in_line' or cdn_resources='remote' if you have issues viewing graphics in a notebook.\n",
      "example.html\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<IPython.lib.display.IFrame at 0x1b0e2054cd0>"
      ],
      "text/html": [
       "\n",
       "        <iframe\n",
       "            width=\"100%\"\n",
       "            height=\"600px\"\n",
       "            src=\"example.html\"\n",
       "            frameborder=\"0\"\n",
       "            allowfullscreen\n",
       "            \n",
       "        ></iframe>\n",
       "        "
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 8
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-01T05:34:18.104372Z",
     "start_time": "2025-02-01T05:34:18.093431Z"
    }
   },
   "cell_type": "code",
   "source": [
    "from utils import find_all_paths\n",
    "import networkx as nx\n",
    "# 加载图\n",
    "g = nx.read_graphml(\"./cache/ccbd72ea49cd2e4f9a756a65bfba1dd6.graphml\")\n",
    "res=find_all_paths(g)\n",
    "print(len(res))"
   ],
   "id": "9a033f602ab10406",
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "181\n"
     ]
    }
   ],
   "execution_count": 3
  },
  {
   "metadata": {},
   "cell_type": "code",
   "outputs": [],
   "execution_count": null,
   "source": "",
   "id": "705e0002e3783251"
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-01T05:16:59.783189Z",
     "start_time": "2025-02-01T05:16:59.779095Z"
    }
   },
   "cell_type": "code",
   "source": [
    "import random\n",
    "\n",
    "num=30\n",
    "# 确保图中有足够的节点\n",
    "if len(g.nodes) < num:\n",
    "    print(\"图中的节点少于100个，无法抽取100个节点。\")\n",
    "else:\n",
    "    # 随机选择100个节点\n",
    "    selected_nodes = random.sample(list(g.nodes), num)\n",
    "\n",
    "    # 创建子图\n",
    "    subgraph = g.subgraph(selected_nodes)\n",
    "\n",
    "    # 打印一些信息来确认\n",
    "    print(f\"原始图中的节点数量: {len(g.nodes)}\")\n",
    "    print(f\"子图中的节点数量: {len(subgraph.nodes)}\")\n",
    "    print(f\"子图中的边数量: {len(subgraph.edges)}\")"
   ],
   "id": "344803817282b035",
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "原始图中的节点数量: 223\n",
      "子图中的节点数量: 30\n",
      "子图中的边数量: 4\n"
     ]
    }
   ],
   "execution_count": 9
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-01T05:17:00.658506Z",
     "start_time": "2025-02-01T05:17:00.511280Z"
    }
   },
   "cell_type": "code",
   "source": "visualize_graph(subgraph)",
   "id": "fa310d729c0c42e4",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 10
  },
  {
   "metadata": {},
   "cell_type": "code",
   "outputs": [],
   "execution_count": null,
   "source": "",
   "id": "1d32324b7c01d59a"
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
